Data Flow Supervision

Calendar-aware freshness engine and a daily HTML report.

PythonSQLMonitoringHTML

SUPERVISION OBJECTIF MAG

Context

Sales data arrived according to different schedules and constraints.

Missing data could be normal or indicate an incident, with no clear visibility.

A freshness engine that understands business days and source-specific expectations, with a daily summary.

Good monitoring understands the business, not only technical metrics.

Under the hood

Architecture, constraints, deliverables and real impact.

01 Python

02 SQL

03 Monitoring

04 HTML

Good monitoring understands the business, not only technical metrics.

Designed for real-world use

I start from the problem and business flow, then aim for an observable, testable and maintainable solution rather than a demo effect.